childhealthbiostatscore/CHCO-Code
Aug 2025 – Jan 2026
3 Months active
Languages Used
R
Technical Skills
Data AnalysisR ProgrammingBioinformaticsData WranglingMetabolomicsR
ddelcastillof
PROFILE
Ddelcastillof
Developed and enhanced metabolomics data analysis workflows in the CHCO-Code repository, focusing on biomarker analytics and CKM progression studies. Delivered features such as kynurenine-to-tryptophan ratio calculation and established reproducible pipelines for integrating, wrangling, and analyzing plasma and urine metabolomics data. Applied R and R Markdown to implement linear mixed models, linear regression, and Cox proportional hazards analyses, supporting robust statistical modeling and streamlined reporting. Improved code maintainability by removing deprecated scripts and outdated documentation, reducing technical debt. The work emphasized reproducibility, data quality, and efficient delivery of insights, enabling more reliable and actionable health analytics for stakeholders.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
7Total
Bugs
0
Commits
7
Features
4
Lines of code
1,353
Activity Months3
Your Network
185 peopleSame Organization
@uw.edu127
Shared Repositories
58
Shivani RameshMember
Casey SakamotoMember
hehampsonMember
hmangalapalliMember
Hailey HampsonMember
Hailey HampsonMember
Hailey HampsonMember
Hailey HampsonMember
Hailey HampsonMember
Work History
January 2026
2 Commits • 1 Features
Jan 1, 2026January 2026 monthly summary for CHCO-Code repository: Delivered revamp of CKM Metabolomics Analysis with integrated linear mixed models and linear regression across plasma and urine, plus comprehensive data wrangling, modeling, and result visualization to strengthen CKM progression analysis. Conducted codebase cleanup to remove deprecated scripts and outdated documentation, reducing technical debt and stabilizing the codebase for future enhancements. No explicit customer-reported bugs fixed this month; primary value came from reliability, maintainability, and faster iteration cycles.
2 Commits • 1 Features
Jan 1, 2026January 2026 monthly summary for CHCO-Code repository: Delivered revamp of CKM Metabolomics Analysis with integrated linear mixed models and linear regression across plasma and urine, plus comprehensive data wrangling, modeling, and result visualization to strengthen CKM progression analysis. Conducted codebase cleanup to remove deprecated scripts and outdated documentation, reducing technical debt and stabilizing the codebase for future enhancements. No explicit customer-reported bugs fixed this month; primary value came from reliability, maintainability, and faster iteration cycles.
January 2026
September 2025
4 Commits • 2 Features
Sep 1, 2025This month, the CHCO-Code repository focused on establishing a robust metabolomics data pipeline for CKM, enabling baseline integration, data wrangling, and streamlined reporting to support CKM progression analyses. Work laid the foundation for reproducible analytics and downstream survival modeling, with an emphasis on data quality, baseline alignment, and efficient reporting.
September 2025
4 Commits • 2 Features
Sep 1, 2025This month, the CHCO-Code repository focused on establishing a robust metabolomics data pipeline for CKM, enabling baseline integration, data wrangling, and streamlined reporting to support CKM progression analyses. Work laid the foundation for reproducible analytics and downstream survival modeling, with an emphasis on data quality, baseline alignment, and efficient reporting.
August 2025
1 Commits • 1 Features
Aug 1, 2025During August 2025, delivered a new kynurenine-to-tryptophan ratio calculation feature in CHCO-Code, adding a new column 'kyu.tryp.ratio.in.nM/mM' to the base dataset across two R Markdown files. Major commit: 9c699f2f2dbf34f8dcd2fabc2503acebf683e127. Impact: enhances biomarker analytics, enabling richer downstream insights and more robust reporting; improves reproducibility through R Markdown workflows. Technologies/skills: R, data wrangling, R Markdown, and reproducible data pipelines. Business value: accelerates biomarker analysis, supports data-driven decisions for health analytics.
1 Commits • 1 Features
Aug 1, 2025During August 2025, delivered a new kynurenine-to-tryptophan ratio calculation feature in CHCO-Code, adding a new column 'kyu.tryp.ratio.in.nM/mM' to the base dataset across two R Markdown files. Major commit: 9c699f2f2dbf34f8dcd2fabc2503acebf683e127. Impact: enhances biomarker analytics, enabling richer downstream insights and more robust reporting; improves reproducibility through R Markdown workflows. Technologies/skills: R, data wrangling, R Markdown, and reproducible data pipelines. Business value: accelerates biomarker analysis, supports data-driven decisions for health analytics.
August 2025
Activity
Loading activity data...
Quality Metrics
Correctness85.8%
Maintainability85.8%
Architecture80.0%
Performance80.0%
AI Usage22.8%
Skills & Technologies
Programming Languages
R
Technical Skills
BioinformaticsData AnalysisData WranglingMetabolomicsRR ProgrammingR programmingStatistical Analysisbioinformaticsdata analysisdata wranglingstatistical modeling
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline